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Record W4417066224 · doi:10.1016/j.clon.2025.103995

Stereotactic Body Radiotherapy for Extracranial Oligometastatic Pancreatobiliary Cancer

2025· article· en· W4417066224 on OpenAlexaff
Anselina Goh Sok Mian, Sten Myrehaug, Sylvia S. W. Ng, Amandeep Taggar, Yee Ung, Patrick Cheung, Alexander V. Louie, Ian Poon, Liying Zhang, Hans T. Chung

Bibliographic record

VenueClinical Oncology · 2025
Typearticle
Languageen
FieldMedicine
TopicPancreatic and Hepatic Oncology Research
Canadian institutionsSunnybrook Health Science Centre
Fundersnot available
KeywordsCancerRadiosurgeryRadiation therapyMultidisciplinary approachStereotactic radiotherapyDisease

Abstract

fetched live from OpenAlex

AIMS: In an oligometastatic disease, stereotactic body radiotherapy (SBRT) is being increasingly used in many different histologies to delay progression. However, by virtue of pancreatobiliary cancers not being as common and more aggressive natural history, data on its usage in pancreatobiliary cancers have been limited. Herein, our study aims to evaluate the outcomes of extracranial SBRT for oligometastatic pancreatobiliary cancers. MATERIALS AND METHODS: A retrospective review was conducted on patients with oligometastatic pancreatobiliary cancer treated with extracranial SBRT between 2014 and 2023 at our institution. The analysis examined cumulative incidence of local failure (LF), progression-free survival (PFS), cumulative incidence of starting or changing systemic therapy (SCST), overall survival (OS) and Radiation Therapy Oncology Group-graded treatment-related toxicities. Kaplan-Meier methodology and Cox proportional hazard models were used for survival analysis. RESULTS: Among the 62 patients (115 lesions) identified, the median follow-up was 13.4 months. By primary location, 71% had pancreatic cancer, 15% had cholangiocarcinoma, and 15% had ampullary cancer. Synchronous and metachronous oligometastatic disease was 37% and 63%, respectively. Eighty-seven percent of patients had 1-2 lesions treated with SBRT. At 12 months, LF, PFS, SCST, and OS was 21.5%, 28.0%, 33.6% and 61.7%, respectively. On multivariable analysis, the only predictor of worse PFS was higher PTV volume. No grade 3-5 toxicities were reported. CONCLUSION: Similar to other cancers, SBRT appears to be a promising option for those with oligometastatic pancreatobiliary cancer. More research in how to optimise integration of SBRT in a multidisciplinary setting for this challenging disease would be of benefit.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.002
Threshold uncertainty score0.007

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0020.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.115
GPT teacher head0.535
Teacher spread0.420 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2025
Admission routes1
Has abstractno

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